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Full website SEO audit with parallel subagent delegation. Crawls up to 500 pages, detects business type, delegates to up to 15 specialists (8 always + 7 conditional), generates health score.
Passed 14 of 19 test cases with the skill, and 3 of 19 without it.
and 20 more in the full report
13 fixed3 passed either way6 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
A newer attempt on gemini-3.6-flash on 10/2/2026 did not produce a publishable comparison (not comparable). The snapshot above is the previously measured run.
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
After generating audit findings for domain agency.com, we want to construct an enterprise PDF report from agency.com-audit/audit-data.json. What exact script call produces this document?
| Checked | Without skill | With skill |
|---|---|---|
| Executes google_report.py script | Missed | Passed |
| Passes --type full flag to report script | Missed | Passed |
The instructions your model reads when the skill loads.
"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run render_page.py <url> --mode auto --json to capture raw HTML, rendered HTML, extracted text, SPA status, and accessibility data when neededseo-technical -- robots.txt, sitemaps, canonicals, Core Web Vitals, security headersseo-content -- E-E-A-T, readability, thin content, AI citation readinessseo-schema -- detection, validation, generation recommendationsseo-sitemap -- structure analysis, quality gates, missing pagesseo-performance -- LCP, INP, CLS measurementsseo-visual -- screenshots, mobile testing, above-fold analysisseo-geo -- AI crawler access, llms.txt, citability, brand mention signalsseo-agentic -- Lighthouse Agentic Browsing fraction (X/N), accessibility tree for agents, AI agent access policy, Markdown and discovery files, WebMCP (always include in full audits; its findings feed AI Search Readiness)seo-local -- GBP signals, NAP consistency, reviews, local schema, industry-specific local factors (spawn when Local Service industry detected: brick-and-mortar, SAB, or hybrid business type)seo-maps -- Geo-grid rank tracking, GBP audit, review intelligence, competitor radius mapping (spawn when Local Service detected AND DataForSEO MCP available)seo-google -- CWV field data (CrUX), URL indexation (GSC), organic traffic (GA4) (spawn when Google API credentials detected via "${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run google_auth.py --check)seo-matomo -- Matomo Reporting API: organic traffic, landing pages, device / country splits, referrer analysis (spawn when Matomo credentials detected via "${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run matomo_auth.py --check; runs alongside seo-google when both are configured, or as a GA4 alternative when GA4 is not)seo-backlinks -- Backlink profile data: DA/PA, referring domains, anchor text, toxic links (spawn when Moz or Bing API credentials detected via "${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run backlinks_auth.py --check, or always include Common Crawl domain-level metrics)seo-cluster -- Semantic clustering analysis (spawn when content strategy signals detected: blog, pillar pages, topic clusters)seo-sxo -- Search experience analysis: page-type mismatch, user stories, persona scoring (always include in full audits)seo-drift -- Drift analysis: compare against stored baseline (spawn when drift baseline exists for the URL via "${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run drift_history.py <url>)seo-ecommerce -- Product schema, marketplace intelligence (spawn when E-commerce industry detected){domain}-audit/Max pages: 500
Respect robots.txt: Yes
Follow redirects: Yes (max 3 hops)
Timeout per page: 30 seconds
Concurrent requests: 5
Delay between requests: 1 second
test cases passed, vs 3 / 19 without
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